Introduction
EPAM Systems' cloud migration service has experienced a 15% decrease in client adoption over the past quarter, raising concerns about the product's performance and market positioning. To address this issue, I'll conduct a systematic analysis to identify the root cause, validate hypotheses, and develop both short-term and long-term solutions.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Recent changes could directly impact adoption rates. Expected answer: Yes, there was a major update to the service architecture. Impact on approach: If confirmed, I'd focus on investigating the impact of these changes on user experience and performance.
Why it matters: External market forces could be driving clients to alternative solutions. Expected answer: A major competitor launched a new, aggressively priced service. Impact on approach: If true, I'd analyze our pricing strategy and value proposition relative to competitors.
Why it matters: Different client segments may have varying needs and adoption patterns. Expected answer: We've been focusing more on enterprise clients recently. Impact on approach: If confirmed, I'd investigate whether our service is adequately meeting the needs of this segment.
Why it matters: Inconsistent measurement could lead to misleading conclusions. Expected answer: No changes in measurement methodology. Impact on approach: If consistent, I'd focus on actual adoption trends rather than potential data discrepancies.
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